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A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing

PURPOSE: To assess precision and accuracy of a new objective algorithm using binarization in a software for identifying the hyperautofluorescent ring (AF ring) in retinitis pigmentosa (RP) compared with subjective visual inspection. METHODS: Ultra-widefield AF images were obtained from 23 eyes of 13...

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Autores principales: Hashimoto, Yohei, Inoue, Tatsuya, Ono, Takashi, Lee, Jinhee, Tsuneyoshi, Saori, Fujita, Asahi, Inoue, Yuji, Ogawa, Shun, Asaoka, Ryo, Obata, Ryo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371951/
https://www.ncbi.nlm.nih.gov/pubmed/30775157
http://dx.doi.org/10.1167/tvst.8.1.20
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author Hashimoto, Yohei
Inoue, Tatsuya
Ono, Takashi
Lee, Jinhee
Tsuneyoshi, Saori
Fujita, Asahi
Inoue, Yuji
Ogawa, Shun
Asaoka, Ryo
Obata, Ryo
author_facet Hashimoto, Yohei
Inoue, Tatsuya
Ono, Takashi
Lee, Jinhee
Tsuneyoshi, Saori
Fujita, Asahi
Inoue, Yuji
Ogawa, Shun
Asaoka, Ryo
Obata, Ryo
author_sort Hashimoto, Yohei
collection PubMed
description PURPOSE: To assess precision and accuracy of a new objective algorithm using binarization in a software for identifying the hyperautofluorescent ring (AF ring) in retinitis pigmentosa (RP) compared with subjective visual inspection. METHODS: Ultra-widefield AF images were obtained from 23 eyes of 13 patients with retinitis pigmentosa (RP). We defined the borders of the AF rings using semiautomatic binarization algorithm in Fiji software. We compared the degree of precision (intra- and interrater agreements) of this algorithm and that of subjective visual inspection (freehand method) using Jaccard indices (JIs). To compare the classification performance (whether 68 points of Humphrey Field Analyzer is classified as inside, on, or outside AF rings), we calculated percent agreement and weighted kappa statistic between the two methods. The relationship between the distance from the AF ring and retinal sensitivities was also investigated. RESULTS: The binarization method showed significantly higher JIs than the freehand method (for interrater: 0.94–0.95 vs. 0.73–0.78, respectively, P = 0.002; for intrarater: 0.95 vs. 0.68–0.71, respectively, P = 0.005). Percent agreement for classification between the two methods were 0.94 and weighted kappa statistic was 0.94 (P < 0.001). The retinal sensitivities decreased significantly and eccentrically from 2° inside to 3° outside the AF ring. CONCLUSIONS: Defining the AF ring in RP using the binarization algorithm showed significantly higher precision and the same degree of accuracy compared with visual inspection. TRANSLATION RELEVANCE: This novel method may enable quantitative analysis of the AF ring, an indicator of retinal function in RP.
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spelling pubmed-63719512019-02-15 A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing Hashimoto, Yohei Inoue, Tatsuya Ono, Takashi Lee, Jinhee Tsuneyoshi, Saori Fujita, Asahi Inoue, Yuji Ogawa, Shun Asaoka, Ryo Obata, Ryo Transl Vis Sci Technol Articles PURPOSE: To assess precision and accuracy of a new objective algorithm using binarization in a software for identifying the hyperautofluorescent ring (AF ring) in retinitis pigmentosa (RP) compared with subjective visual inspection. METHODS: Ultra-widefield AF images were obtained from 23 eyes of 13 patients with retinitis pigmentosa (RP). We defined the borders of the AF rings using semiautomatic binarization algorithm in Fiji software. We compared the degree of precision (intra- and interrater agreements) of this algorithm and that of subjective visual inspection (freehand method) using Jaccard indices (JIs). To compare the classification performance (whether 68 points of Humphrey Field Analyzer is classified as inside, on, or outside AF rings), we calculated percent agreement and weighted kappa statistic between the two methods. The relationship between the distance from the AF ring and retinal sensitivities was also investigated. RESULTS: The binarization method showed significantly higher JIs than the freehand method (for interrater: 0.94–0.95 vs. 0.73–0.78, respectively, P = 0.002; for intrarater: 0.95 vs. 0.68–0.71, respectively, P = 0.005). Percent agreement for classification between the two methods were 0.94 and weighted kappa statistic was 0.94 (P < 0.001). The retinal sensitivities decreased significantly and eccentrically from 2° inside to 3° outside the AF ring. CONCLUSIONS: Defining the AF ring in RP using the binarization algorithm showed significantly higher precision and the same degree of accuracy compared with visual inspection. TRANSLATION RELEVANCE: This novel method may enable quantitative analysis of the AF ring, an indicator of retinal function in RP. The Association for Research in Vision and Ophthalmology 2019-02-11 /pmc/articles/PMC6371951/ /pubmed/30775157 http://dx.doi.org/10.1167/tvst.8.1.20 Text en Copyright 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
spellingShingle Articles
Hashimoto, Yohei
Inoue, Tatsuya
Ono, Takashi
Lee, Jinhee
Tsuneyoshi, Saori
Fujita, Asahi
Inoue, Yuji
Ogawa, Shun
Asaoka, Ryo
Obata, Ryo
A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
title A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
title_full A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
title_fullStr A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
title_full_unstemmed A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
title_short A Novel Method for the Objective Identification of Hyperautofluorescent Ring in Retinitis Pigmentosa Using Binarization Processing
title_sort novel method for the objective identification of hyperautofluorescent ring in retinitis pigmentosa using binarization processing
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6371951/
https://www.ncbi.nlm.nih.gov/pubmed/30775157
http://dx.doi.org/10.1167/tvst.8.1.20
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